private void btnTsukamotoInf_Click(object sender, EventArgs e)
{
double a = Convert.ToDouble(txtTsukamotoA.Text);
double c = Convert.ToDouble(txtTsukamotoC.Text);
FuzzySet sig = new SigmoidalFuzzySet(new Universe());
sig.Parameters[0] = a;
sig.Parameters[1] = c;
double[] x = new double[InputUniverses.Count]; //x值
double[] w = new double[RuleList.Count]; //weight
double totalWeight = 0.0;
double[] z = new double[RuleList.Count];
double wa = 0.0;
double ws = 0.0;
for (int i = 0; i < InputUniverses.Count; i++)
{
x[i] = Convert.ToDouble(dataGridViewTsukamoto.Rows[0].Cells[i].Value); //讀進來
}
for (int r = 0; r < RuleList.Count; r++) //計算w
{
w[r] = 1.0;
for (int j = 0; j < InputUniverses.Count; j++)
{
double temp = RuleList[r].inputFuzzySets[j].GetMembershipDegree(x[j]);
if (temp < w[r]) //取min
{
w[r] = temp;
}
}
totalWeight += w[r];
z[r] = sig.GetMembershipDegree(w[r]);
ws += z[r] * w[r]; //weighted sum
wa += z[r] * w[r] / totalWeight; //weighted average
}
txtTsukamotoWA.Text = wa.ToString();
txtTsukamotoWS.Text = ws.ToString();
}
private void btnAddFuzzy_Click(object sender, EventArgs e)
{
FuzzySet fs = null; //local variable default
if (ptgProperty.SelectedObject is FuzzySet)
{
MessageBox.Show("You must select a universe", "No Universe selected", MessageBoxButtons.OK, MessageBoxIcon.Error);
return;
}
Universe uu = (Universe)ptgProperty.SelectedObject;
switch (lsbOptions.SelectedIndex)
{
case 0: //Triangular
fs = new TriangularFuzzySet(uu);
break;
case 1: //Gaussian
fs = new GaussianFuzzySet(uu);
break;
case 2: //Bell
fs = new BellFuzzySet(uu);
break;
case 3: //LeftRight
fs = new LeftRightFuzzySet(uu);
break;
case 4: //Sigmoodal
fs = new SigmoidalFuzzySet(uu);
break;
case 5: //Trapezoidal
fs = new TrapezoidalFuzzySet(uu);
break;
case 6: //Sshape
fs = new SshapeFuzzySet(uu);
break;
case 7:
fs = new ZshapeFuzzySet(uu);
break;
case 8:
fs = new PishapeFuzzySet(uu);
break;
}
if (SelectedNode.TreeView == treeViewInputUniverse)
{
//fuzzySetObjects.Add(fs);
allInputFuzzySets[SelectedNode.Index].Add(fs);
//加入comboBox
comboBoxBinary1stFS.Items.Add(fs);
comboBoxBinary2ndFS.Items.Add(fs);
//add a node to represent the fuzzyset
TreeNode tnn = new TreeNode(fs.title);
treeViewInputUniverse.Nodes[SelectedNode.Index].Nodes.Add(tnn);
tnn.ImageIndex = 1;
tnn.SelectedImageIndex = 1;
inputCols1[SelectedNode.Index].Items.Add(fs);
inputCols2[SelectedNode.Index].Items.Add(fs);
treeViewInputUniverse.ExpandAll();
chartInput.Series.Add(fs.line);
}
else //output universe
{
OutputFuzzySets.Add(fs);
comboBoxBinary1stFS.Items.Add(fs);
comboBoxBinary2ndFS.Items.Add(fs);
//add a node to represent the fuzzyset
TreeNode tnn = new TreeNode(fs.title);
treeViewOutputU.Nodes[SelectedNode.Index].Nodes.Add(tnn);
tnn.ImageIndex = 1;
tnn.SelectedImageIndex = 1;
outputCol1.Items.Add(fs);
outputCol2.Items.Add(fs);
treeViewOutputU.ExpandAll();
chartOutput.Series.Add(fs.line);
}
}
